...Xin Ma; Chenxin Feng; Lifeng Wu Purpose This study proposes a hybrid forecasting framework integrating grey system models ( GM ) with Gaussian process regression ( GPR ) to enhance prediction accuracy under small-sample conditions. While GM is effective in capturing trend components under small...